Yeyiphi i-AI yendawo eyenza ngcono kwiiPC ezithobekileyo: LM Studio vs. Ollama

La elección Isitudiyo se-LM vs Musa Ngomnye weyona mibuzo ixhaphakileyo phakathi kwabasebenzisi abafuna ukuqhuba Iimodeli zolwimi olukhulu (LLM) kwiikhompyuter eziqhelekileyo. Ngelixa i-generative intelligence intelligence intelligence iqhubela phambili ngokuxhuma kunye nemida, kusekho inani elikhulu labantu abanomdla ekusebenziseni le mizekelo kwindawo ngaphandle kwezixhobo ezibanzi ze-hardware, iindleko zokugcina kunye nokugcina ulawulo lwedatha yabo.

Ke ngoko, ukukhetha isixhobo esifanelekileyo phakathi kwe-LM Studio kunye ne-Ollama kunokwenza wonke umahluko ukusebenza, ukusebenziseka ngokulula kunye nokuhambelana ngokweenkcukacha zezixhobo zakho zobuqu. Ukukunceda wenze ukhetho olufanelekileyo, senze ulwazi olungundoqo oluvela kweyona mithombo ifanelekileyo, siyifakelela ngeenkcukacha ezibalulekileyo zobugcisa kubasebenzisi abanyanzelisayo kunye nokwabelana ngobuchule bethu kwi-AI yasekhaya.

Yintoni i-LM Studio kunye ne-Ollama?

Zombini izicelo ziyilelwe ukuba sebenzisa iimodeli zolwimi ekuhlaleni kwikhompyuter yakho, ngaphandle kokuxhomekeka kwiinkonzo zamafu zangaphandle. Olu phawu lubalulekile kubo bobabini ubumfihlo kunye nokonga iindleko, kunye nokukwazi ukuzama iitemplates zesiko kunye nokuhamba komsebenzi.

• Musa Ima phandle ngokunikezela ngenkqubo yokufakela elula kakhulu, nayo yonke into oyifunayo ukuqala ukusebenzisa iimodeli zeLLM ngokukhawuleza kwaye ngaphandle kolungelelwaniso olunzima.
• Isitudiyo se-LM Iqhubela phambili kancinci kulawulo lwemodeli, kunye nojongano olubonakalayo kunye noluhlu olubanzi lweenketho xa ukhuphela okanye ukhetha imifuziselo.

Ukulula kokufakela kunye noqwalaselo

Kubasebenzisi abaneekhompyuter ezithobekileyo, kulula ukuseta kubalulekile. Apha, I-Ollama yohlulwe ngesifakeli sayo esithe ngqo, kufana nokufaka nayiphi na enye isoftware eqhelekileyo. Oku kwenza kube lula ukusebenzisa kwabo bangenawo amava obugcisa. Ukwengeza, I-Ollama ibandakanya iimodeli ezidityanisiweyo ngaphambili, ukuvumela uvavanyo olukhawulezileyo.

Ngakolunye uhlangothi, I-LM Studio ikwabonelela ngokuseta lula, nangona imeko-bume yayo ihambele phambili ngakumbi. Ikuvumela ukuba uphonononge iimpawu ezinje ngokubaleka iimodeli ukusuka kuBuso obuHugging okanye ukudibanisa njengeseva yendawo ye-OpenAI, enokufuna uqwalaselo olongezelelweyo kodwa yandise amathuba ayo.

Ukusebenza kunye nokusetyenziswa kwezixhobo kwiiPC ezithobekileyo

Kumaqela anokusebenza okunyiniweyo, sonke isibonelelo sibalulekile. U-Ollama ukwazile ukuzibeka njengokhetho olusebenzayo kulo mba, nge ukusetyenziswa okuphantsi kakhulu kobutyebi, ilungele izixhobo ezindala okanye ezo zinezixhobo eziqingqiweyo.

kunjalo, I-LM Studio ayisekho ngasemvaAbaphuhlisi bayo baphucule ukusebenza kwayo ukuze ikwazi ukuqhuba iimodeli zasekhaya ngaphandle kokufuna ukucaciswa okuphezulu kakhulu, nangona, kuxhomekeke kwimodeli, inokufuna i-RAM encinci. Ikwabonelela ngezixhobo zokunciphisa ubungakanani bomxholo okanye ukusetyenziswa komsonto, kukuvumela ukuba ulungelelanise kakuhle ukusebenza ngokusekwe kubuchule bekhompyuter yakho.

Ukuguquguquka kunye nokuguquguquka kokusetyenziswa

I-Ollama igqamile ngokukwazi kwayo ukutshintsha phakathi kweemodeli zasekhaya kunye nelifu, ukubonelela ukuguquguquka okukhulu kwabo bafuna ukuvavanya iimeko ezahlukeneyo. Eli nqaku liluncedo kubo bobabini abaphuhlisi kunye nabasebenzisi abafuna isantya kunye neentlobo ezahlukeneyo kulawulo lwemodeli.

Kunoko, I-LM Studio igxile ekukhupheleni nasekuqhubeni iimodeli ekuhlaleni., okwenza kube yinto efanelekileyo kwabo bafuna ukubamba zonke iinkqubo kwikhompyutheni yabo okanye benze izisombululo zesiko ngokudibanisa iseva yabo yendawo kunye ne-OpenAI API. Ikhathalogu yayo yemodeli ikwandisiwe ngenxa yokungenisa kwi-Hugging Face repositories, iququzelela ukufikelela kwiinguqulelo ezininzi kunye neenketho.

Ujongano lomsebenzisi kunye namava omsebenzisi

La I-LM Studio interface yenzelwe abasebenzisi abaphakathi nabaphambili, ngoyilo olubonakalayo olumnandi nolubonakalayo. Ingxoxo yayo edibeneyo ivumela ukusebenzisana okulula kunye nemodeli, kwaye ukukhuphela imodeli kucacile kwaye kunokwenziwa ngokwezifiso, ukwenza uvavanyo lube lula.

Kunoko, U-Ollama ukhetha ujongano olulula kakhuluIimenyu zayo kunye neenketho zincinci, zinceda abasebenzisi ukuba baphephe iingxaki kwaye bagxininise kwizinto ezibalulekileyo: ukusebenzisana neemodeli ze-LLM ngaphandle kobunzima. Ineengenelo kwabo bafuna iziphumo ezikhawulezayo, nangona inciphisa ukwenza ngokwezifiso okunzulu.

Ikhathalogu yeemodeli ezikhoyo kunye nemithombo

Ukuba ufuna ezahlukeneyo kwiimodeli ezihambelanayo, I-LM Studio ivelele ngokudityaniswa kwayo kunye Ukujongana nobuso, ebonelela ngokufikelela kwilayibrari enkulu yeemodeli eziqeqeshwe kwangaphambili, ukusuka kwi-GPT-efana naleyo ikhethekileyo kwimisebenzi ethile. Oku kuyenza ibe lukhetho oluguquguqukayo lokuzama ngeendlela ezahlukeneyo zokwakha.

Ngakolunye uhlangothi, U-Ollama unikezela ngeemodeli ezikhethiweyo ezilungiselelwe iqonga lakhoNangona iindidi zilinganiselwe, umgangatho kunye nokusebenza kuhle kakhulu, kunye namaxesha okuphendula ngokukhawuleza kunye nokuchaneka kokhuphiswano.

Ukudityaniswa, isiphelo kunye noqhagamshelwano

Umba obalulekileyo kwiimodeli zeLLM zasekhaya kukukwazi ukwenza sebenzisane nezinye iinkonzo ngee-endpointsIsiphelo yidilesi apho izicelo zithunyelwa khona ukufumana iimpendulo kwimodeli, ukuququzelela ukuhlanganiswa kunye nezicelo zangaphandle okanye i-AI agents.

En Musa, isiphelo esimiselweyo sobulali siqhele ukuba phakathi http://127.0.0.1:11434Oku kuvumela ukuba iqhagamshele ngokulula kwezinye izixhobo, ezinje nge-AnythingLLM, okoko nje u-Ollama eqhuba. Olu phawu luluncedo kumsebenzi weqela okanye kwiimpendulo ezizenzekelayo.

Isitudiyo se-LM Inokuthi isebenze njengeseva ehambelana ne-OpenAI API, evumela ukudityaniswa okuphezulu kunye nokulungelelaniswa kweeprojekthi ezahlukeneyo.

Abasebenzisi abaninzi bafuna ukuchaza iindawo ezisingqongileyo okanye unike iimodeli ezahlukeneyo kwimisebenzi eyahlukeneyo. Iiyantlukwano eziphambili zezi:

• Musa inikeza amava alula kakhulu kwaye akhawulezayo, kunye nenqanaba elisezantsi lokwenziwa ngokwezifiso okuphambili.
• Isitudiyo se-LM ikuvumela ukuba wenze izithuba zokusebenza ezininzi kwaye unike imifuziselo ethile kuyo nganye, iyenze ilungele amaqela ahlukeneyo okanye iiprojekthi ezineemfuno ezahlukeneyo.

Inkxaso kwi-hardware ethobekileyo

Ngokusebenzisa ezi zixhobo kwi-a I-PC enezixhobo ezincinci, isitshixo sokwandisa ukusebenza kwayo kunye nokunciphisa ukusetyenziswa kobutyebi. U-Ollama uzuze ukuwongwa ngenxa yayo Ukusetyenziswa kwamandla aphantsi kunye nokusebenza kakuhle kwi-hardware endalaI-LM Studio, nangona ibanzi ngakumbi, ikwabonelela ngeendlela zokuhlengahlengisa iiparitha kunye nokuphepha ukugcwala, ukuziqhelanisa kakuhle neekhompyuter ezinezakhono ezilinganiselweyo.

Ekugqibeleni, kufuneka sinikele ingqalelo kwi inkxaso yobugcisa kunye noluntu lwabasebenzisi, kubalulekile ukulungisa ingxaki. U-Ollama unezixhobo ezisemthethweni kunye noluntu olusebenzayo, kunye nezisombululo kwiiforamu ezifana neReddit. I-LM Studio inoluntu lobugcisa olwabelana ngeengcebiso kunye nezisombululo ezithile kwiimodeli ezahlukeneyo kunye noqwalaselo.

Yeyiphi onokuyikhetha kwiPC ephantsi?

Ke, kule LM Studio vs Ollama ingxaki, sesiphi esona sigqibo silungileyo? Ukuba ukhangela Ukusebenziseka ngokulula, ukusetyenziswa kwamandla aphantsi kunye nokuseta ngokukhawulezaUOllama lolona khetho lucetyiswayo. Ikuvumela ukuba uvavanye iimodeli zeLLM ngaphandle komgudu omkhulu kwaye ufumane iziphumo zangoko. Nangona kunjalo, ukuba ufuna Iimodeli ezininzi, ukuguquguquka okukhulu kunye namathuba okudibanisa, I-LM Studio iya kukunika indawo epheleleyo ngakumbi yokwenza ngokwezifiso kunye nokwandisa.

Ukhetho luya kuxhomekeka kwiimfuno zakho ezithile: Musa kwabo bafuna ukuba isebenze ngaphandle kweengxaki, kunye Isitudiyo se-LM Kwabo bafuna ukuphanda nzulu ekuphononongeni kunye nokwenza ngokwezifiso imodeli yolwimi lwabo. Ngokufanelekileyo, kuya kufuneka uzame zombini kwiqela lakho ukugqiba ukuba yeyiphi eyona ilungele iimfuno zakho kunye nezinto ozikhethayo, usebenzisa okona kulungileyo kwiprojekthi nganye.